The 2024 Pandas Bootcamp - Advanced Data Analysis with Python

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Free Download The 2024 Pandas Bootcamp - Advanced Data Analysis with Python
Published 10/2024
Created by Travis Cuzick
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 188 Lectures ( 19h 21m ) | Size: 6 GB

Master Pandas and Python with real-world datasets and 200+ hands-on exercises! Go from beginner to expert Data Analyst!t
What you'll learn:
Master the fundamentals of Python programming for data analysis
Leverage the powerful Pandas library to manipulate and analyze complex datasets
Fetch and import external datasets into Pandas from various sources
Handle missing data, duplicates, and data type conversions
Filter datasets with logical criteria using SQL-like operations
Merge and combine multiple datasets efficiently
Create insightful summary views by grouping and aggregating data
Pivot and reshape datasets for deeper insights
Manipulate string data and harness the power of regular expressions
Perform time series analysis and calculations on datetime data
Visualize your findings with various types of plots and charts
Transform data using custom Python functions and Pandas methods
Requirements:
No programming experience is required
All you need is a computer with internet access
Description:
Master data analysis with Python and Pandas: the most comprehensive AND effective course anywhere!Welcome to the ultimate course on data analysis using Python and the powerful Pandas library. Whether you're a complete beginner or an experienced programmer looking to level up your analytical skills, this course is designed to take you from zero to data manipulation and analysis guru.What makes this course special?Proven success: Over 100,000 students have used my courses to master other data analysis tools like SQL, Excel, and Power BI No prerequisites: Start from scratch or jump ahead if you're an experienced programmerStep-by-step approach: I break down every concept step-by-step, never assuming knowledge of any concepts that haven't already been coveredReal-world problem-solving: This course is jam-packed with examples using real-world datasets, from house sales data to UFO sightings!LOTS of practice: Literally hundreds(!) of exercises are integrated throughout the course, providing immediate reinforcement after each conceptComprehensive coverage: We progress from basic Python programming to advanced data transformations with Pandas, covering every step in betweenHere's what you'll learn:Master the fundamentals of Python programming, specifically tailored for data analysisHarness the full power of the Pandas library to manipulate and analyze complex datasetsLearn how to fetch and import external datasets into Pandas from various sourcesPerform exploratory data analysis (EDA), including a range of statistical measuresDive deep into indexing, sorting, filtering, and updating Pandas DataFramesLearn how to handle missing dataFilter large datasets using SQL-like operations and logical criteriaMerge and combine multiple datasets efficientlyCreate insightful summary views by grouping and aggregating dataManipulate string data and harness the power of regular expressionsPerform time series analysis and calculations on datetime dataCreate insightful visualizations to communicate your findings effectivelyApply functional programming concepts to streamline your data analysisTransform data using custom Python functions and Pandas methodsBy the end of this course, you'll have the skills to:Confidently work with large datasets using Python and PandasPerform complex data transformations and analysisCreate insightful visualizations to communicate your findingsApply functional programming concepts to data analysisTackle real-world data problems with easeAbout your instructor: I'm Travis Cuzick, and I've taught over 100,000 students how to leverage data analysis tools like SQL, Excel, Power BI, and Python. With years of experience in teaching these skills, and applying them on the job, I've designed this course to be the most effective way to master data analysis with Python and Pandas.Don't miss this opportunity to transform yourself into a Python-powered Data Guru. With the ever-increasing importance of data - and the ability to make sense of it - in today's world, the skills you'll gain from this course will only become more valuable over time, this course will equip you with a skill set that will only grow more valuable in the future.Enroll now and take the first step towards mastering data analysis with Python and Pandas. See you inside the course!
Who this course is for:
Anyone interested in mastering data analysis, regardless of background or experience
Excel or SQL users who want to scale up their data analysis capabilities
Experienced programmers looking to add powerful data analysis skills to their toolkit
Data analysts or scientists who want to transition to Python-based analysis
Business professionals seeking to leverage data for better decision-making
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